Ibrahim George M, Morgan Benjamin R, Lee Wayne, Smith Mary Lou, Donner Elizabeth J, Wang Frank, Beers Craig A, Federico Paolo, Taylor Margot J, Doesburg Sam M, Rutka James T, Snead O Carter
Division of Neurosurgery, Hospital for Sick Children, Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada.
Hum Brain Mapp. 2014 Nov;35(11):5686-700. doi: 10.1002/hbm.22580. Epub 2014 Jun 30.
Typical childhood development is characterized by the emergence of intrinsic connectivity networks (ICNs) by way of internetwork segregation and intranetwork integration. The impact of childhood epilepsy on the maturation of ICNs is, however, poorly understood. The developmental trajectory of ICNs in 26 children (8-17 years) with localization-related epilepsy and 28 propensity-score matched controls was evaluated using graph theoretical analysis of whole brain connectomes from resting-state functional magnetic resonance imaging (fMRI) data. Children with epilepsy demonstrated impaired development of regional hubs in nodes of the salience and default mode networks (DMN). Seed-based connectivity and hierarchical clustering analysis revealed significantly decreased intranetwork connections, and greater internetwork connectivity in children with epilepsy compared to controls. Significant interactions were identified between epilepsy duration and the expected developmental trajectory of ICNs, indicating that prolonged epilepsy may cause progressive alternations in large-scale networks throughout childhood. DMN integration was also associated with better working memory, whereas internetwork segregation was associated with higher full-scale intelligence quotient scores. Furthermore, subgroup analyses revealed the thalamus, hippocampus, and caudate were weaker hubs in children with secondarily generalized seizures, relative to other patient subgroups. Our findings underscore that epilepsy interferes with the developmental trajectory of brain networks underlying cognition, providing evidence supporting the early treatment of affected children.
典型的儿童发育特征是通过网络间隔离和网络内整合形成内在连接网络(ICN)。然而,儿童癫痫对ICN成熟的影响却知之甚少。利用静息态功能磁共振成像(fMRI)数据对全脑连接组进行图论分析,评估了26名(8 - 17岁)局灶性癫痫儿童和28名倾向评分匹配的对照组儿童ICN的发育轨迹。癫痫儿童在突显网络和默认模式网络(DMN)节点中的区域枢纽发育受损。基于种子点的连接性和层次聚类分析显示,与对照组相比,癫痫儿童的网络内连接显著减少,网络间连接增加。在癫痫持续时间和ICN的预期发育轨迹之间发现了显著的相互作用,表明长期癫痫可能导致儿童期大规模网络的渐进性改变。DMN整合也与更好的工作记忆相关,而网络间隔离与更高的全量表智商得分相关。此外,亚组分析显示,相对于其他患者亚组,继发性全面性发作儿童的丘脑、海马和尾状核作为枢纽的功能较弱。我们的研究结果强调,癫痫会干扰认知背后的脑网络发育轨迹,为支持对受影响儿童进行早期治疗提供了证据。